Title :
Research on diagnosis of TCM syndromes of chronic obstructive pulmonary disease in a stable state based on neuro-fuzzy theory
Author :
Jiansheng, Li ; Jinliang, Hu ; Zhiwan, Wang ; Jiehua, Wang ; Suyun, Li ; Jianjing, Shen
Author_Institution :
Inst. of Geriatrics, Henan Univ. of Traditional Chinese Med., Zhengzhou, China
Abstract :
To make a summary of methods to establish diagnostic models of the syndromes in traditional Chinese medicine (TCM) by studying the results of data mining of chronic obstructive pulmonary disease (COPD) in a stable state. First, we carried out data management. In accordance with the selection criteria, we collected more than one thousand copies of clinical data from the patients with COPD in a stable state by way of clinical epidemiology. Secondly, we worked out the plan for modeling: building up fuzzy neural net models on the basis of dynamic Kohonen network and testing their reliability with the Fisher-iris data. Finally, with the help of the models, we studied the clinical data and obtained the diagnostic criteria for common syndromes of COPD in a stable state according to TCM basic theories. The model can be applied to the studies of diagnostic criteria for syndromes of COPD in a stable state by data check-up.
Keywords :
data mining; diseases; fuzzy neural nets; medical administrative data processing; patient diagnosis; self-organising feature maps; Fisher-iris data; TCM syndrome diagnosis; chronic obstructive pulmonary disease; clinical epidemiology; data management; data mining; dynamic Kohonen network; fuzzy neural net models; neuro-fuzzy theory; selection criteria; traditional Chinese medicine; Data engineering; Diseases; Educational institutions; Electronic mail; Geriatrics; Hospitals; Iris; Medical diagnostic imaging; Quality management; Testing; COPD; Neuro-fuzzy theory; a stable state; dynamic Kohonen network; syndrome;
Conference_Titel :
Logistics Systems and Intelligent Management, 2010 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-7331-1
DOI :
10.1109/ICLSIM.2010.5461292